Product fidelityTest small details, colors, proportions, packaging, labels, and claims that could become inaccurate during generation or editing.
Brand and claim controlsCheck fonts, colors, locked elements, prohibited phrases, disclaimers, approvals, and the ability to correct only the affected component.
Format and channel coverageConfirm the exact static, video, vertical, square, story, feed, and marketplace outputs required by your campaigns.
Testing workflowMake sure variants represent clear hypotheses and can be named, grouped, exported, and measured without confusing simultaneous changes.
Rights and disclosureVerify commercial usage, stock and model rights, music and voice licences, customer-data handling, and required AI disclosures.
Production economicsCompare credits, renders, exports, seats, templates, storage, revision time, approval effort, and the cost of unusable output.